Triple
T4861293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Offred |
E108664
|
entity |
| Predicate | assignedTo |
P3151
|
FINISHED |
| Object |
Commander Fred Waterford
Commander Fred Waterford is a high-ranking, authoritarian official in the Republic of Gilead and the primary male antagonist in Margaret Atwood’s dystopian novel and its television adaptation, The Handmaid’s Tale.
|
E474444
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Commander Fred Waterford | Statement: [Offred, assignedTo, Commander Fred Waterford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Commander Fred Waterford Context triple: [Offred, assignedTo, Commander Fred Waterford]
-
A.
Commander Robert Ryder
Commander Robert Ryder was a Royal Navy officer best known for leading the daring 1942 St Nazaire Raid during the Second World War.
-
B.
Commander Joseph Lawrence
Commander Joseph Lawrence is a high-ranking, morally ambiguous Gilead official in the television series "The Handmaid's Tale," portrayed by actor Bradley Whitford.
-
C.
Commander Ernest Krause
Commander Ernest Krause is the fictional U.S. Navy officer portrayed by Tom Hanks in the World War II naval drama film "Greyhound," where he leads an Allied convoy across the Atlantic while under attack from German U-boats.
-
D.
Commander Judd
Commander Judd is a powerful and fanatical high-ranking official of Gilead’s theocratic regime in Margaret Atwood’s novel *The Testaments*.
-
E.
Captain Frederick C. Bock
Captain Frederick C. Bock was a U.S. Army Air Forces pilot in World War II best known for commanding the B-29 bomber that conducted instrumentation and observation duties during the atomic bombing of Nagasaki.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Commander Fred Waterford Triple: [Offred, assignedTo, Commander Fred Waterford]
Generated description
Commander Fred Waterford is a high-ranking, authoritarian official in the Republic of Gilead and the primary male antagonist in Margaret Atwood’s dystopian novel and its television adaptation, The Handmaid’s Tale.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Commander Fred Waterford Target entity description: Commander Fred Waterford is a high-ranking, authoritarian official in the Republic of Gilead and the primary male antagonist in Margaret Atwood’s dystopian novel and its television adaptation, The Handmaid’s Tale.
-
A.
Commander Robert Ryder
Commander Robert Ryder was a Royal Navy officer best known for leading the daring 1942 St Nazaire Raid during the Second World War.
-
B.
Commander Joseph Lawrence
Commander Joseph Lawrence is a high-ranking, morally ambiguous Gilead official in the television series "The Handmaid's Tale," portrayed by actor Bradley Whitford.
-
C.
Commander Ernest Krause
Commander Ernest Krause is the fictional U.S. Navy officer portrayed by Tom Hanks in the World War II naval drama film "Greyhound," where he leads an Allied convoy across the Atlantic while under attack from German U-boats.
-
D.
Commander Judd
Commander Judd is a powerful and fanatical high-ranking official of Gilead’s theocratic regime in Margaret Atwood’s novel *The Testaments*.
-
E.
Captain Frederick C. Bock
Captain Frederick C. Bock was a U.S. Army Air Forces pilot in World War II best known for commanding the B-29 bomber that conducted instrumentation and observation duties during the atomic bombing of Nagasaki.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69bd440b965081908b0557721cae6338 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d5f62b48190b367ed1b850cfbcb |
completed | March 20, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5cf921cc8190a092bb69c1981890 |
completed | March 21, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69be5e833ca88190b89dda5cafb180fe |
completed | March 21, 2026, 9:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5eed97a08190afd99a0700f1f4c7 |
completed | March 21, 2026, 9:03 a.m. |
Created at: March 20, 2026, 1:26 p.m.